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Publications
- 2023
[j31]Ziyang Kang
, Shiming Li, Shi-Ying Wang, Lianhua Qu, Rui Gong, Wei Shi, Weixia Xu, Lei Wang:
Path-Based Multicast Routing for Network-on-Chip of the Neuromorphic Processor. J. Comput. Sci. Technol. 38(5): 1098-1112 (2023)- 2022
- [j23]Ziyang Kang, Shiying Wang, Lei Wang, Shiming Li, Lianhua Qu, Weixia Xu:
Hardware-aware liquid state machine generation for 2D/3D Network-on-Chip platforms. J. Syst. Archit. 124: 102429 (2022) - [j22]Lei Wang, Zhijie Yang, Shasha Guo, Lianhua Qu, Xiangyu Zhang, Ziyang Kang, Weixia Xu:
LSMCore: A 69k-Synapse/mm2 Single-Core Digital Neuromorphic Processor for Liquid State Machine. IEEE Trans. Circuits Syst. I Regul. Pap. 69(5): 1976-1989 (2022) - 2021
- [j18]Shasha Guo, Ziyang Kang, Lei Wang, Limeng Zhang, Xiaofan Chen, Shiming Li, Weixia Xu:
HashHeat: A hashing-based spatiotemporal filter for dynamic vision sensor. Integr. 81: 99-107 (2021) - [j17]Shiming Li, Shuo Tian, Ziyang Kang, Lianhua Qu, Shiying Wang, Lei Wang, Weixia Xu:
A multi-objective LSM/NoC architecture co-design framework. J. Syst. Archit. 116: 102154 (2021) - 2020
- [j15]Shuquan Wang, Lei Wang, Yu Deng, Zhi-Jie Yang, Shasha Guo, Ziyang Kang, Yu-Feng Guo, Weixia Xu:
SIES: A Novel Implementation of Spiking Convolutional Neural Network Inference Engine on Field-Programmable Gate Array. J. Comput. Sci. Technol. 35(2): 475-489 (2020) - [j14]Ziyang Kang, Lei Wang, Shasha Guo, Rui Gong, Shiming Li, Yu Deng, Weixia Xu:
ASIE: An Asynchronous SNN Inference Engine for AER Events Processing. ACM J. Emerg. Technol. Comput. Syst. 16(4): 39:1-39:22 (2020) - [j12]Zhenyu Zhao, Lianhua Qu, Lei Wang, Quan Deng, Nan Li, Ziyang Kang, Shasha Guo, Weixia Xu:
A Memristor-Based Spiking Neural Network With High Scalability and Learning Efficiency. IEEE Trans. Circuits Syst. II Express Briefs 67-II(5): 931-935 (2020) - [c27]Shasha Guo, Ziyang Kang, Lei Wang, Shiming Li, Weixia Xu:
HashHeat: An O(C) Complexity Hashing-based Filter for Dynamic Vision Sensor. ASP-DAC 2020: 452-457 - [c26]Ziyang Kang, Shiying Wang, Lei Wang, Shiming Li, Lianhua Qu, Wei Shi, Rui Gong, Weixia Xu:
Application-specific network-on-chip design space exploration framework for neuromorphic processor. CF 2020: 71-80 - [c25]Shiming Li, Shasha Guo, Limeng Zhang, Ziyang Kang, Shiying Wang, Wei Shi, Lei Wang, Weixia Xu:
SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform. ACM Great Lakes Symposium on VLSI 2020: 9-14 - [c23]Zhijie Yang, Rui Gong, Lianhua Qu, Ziyang Kang, Li Luo, Lei Wang, Weixia Xu:
CompressedCache: Enabling Storage Compression on Neuromorphic Processor for Liquid State Machine. NPC 2020: 437-451 - [i8]Shiming Li, Shasha Guo, Limeng Zhang, Ziyang Kang, Shiying Wang, Wei Shi, Lei Wang, Weixia Xu:
SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform. CoRR abs/2004.01639 (2020) - [i6]Shasha Guo, Ziyang Kang, Lei Wang, Limeng Zhang, Xiaofan Chen, Shiming Li, Weixia Xu:
A Noise Filter for Dynamic Vision Sensors based on Global Space and Time Information. CoRR abs/2004.04079 (2020) - [i3]Shasha Guo, Lei Wang, Xiaofan Chen, Limeng Zhang, Ziyang Kang, Weixia Xu:
SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors. CoRR abs/2006.01687 (2020) - 2019
- [c22]Shuquan Wang, Lei Wang, Shiming Li, Shuo Tian, Shasha Guo, Ziyang Kang, Shuzheng Zhang, Weixia Xu:
PRTSM: Hardware Data Arrangement Mechanisms for Convolutional Layer Computation on the Systolic Array. NPC 2019: 69-81
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